Pandas Profiling Report

Dataset statistics

Number of variables	28
Number of observations	1081
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	236.6 KiB
Average record size in memory	224.1 B

Variable types

Numeric	27
Categorical	1

Warnings

`chroma_stft` is highly correlated with `spectral_centroid` and 2 other fields	High correlation
`rmse` is highly correlated with `mfcc1` and 1 other fields	High correlation
`spectral_centroid` is highly correlated with `chroma_stft` and 3 other fields	High correlation
`spectral_bandwidth` is highly correlated with `chroma_stft` and 3 other fields	High correlation
`rolloff` is highly correlated with `chroma_stft` and 3 other fields	High correlation
`zero_crossing_rate` is highly correlated with `spectral_centroid` and 2 other fields	High correlation
`mfcc1` is highly correlated with `rmse` and 1 other fields	High correlation
`mfcc2` is highly correlated with `rmse` and 1 other fields	High correlation
`mfcc3` is highly correlated with `mfcc6`	High correlation
`mfcc6` is highly correlated with `mfcc3` and 1 other fields	High correlation
`mfcc8` is highly correlated with `mfcc9`	High correlation
`mfcc9` is highly correlated with `mfcc6` and 1 other fields	High correlation
`chroma_stft` is highly correlated with `spectral_centroid` and 2 other fields	High correlation
`rmse` is highly correlated with `mfcc1` and 1 other fields	High correlation
`spectral_centroid` is highly correlated with `chroma_stft` and 3 other fields	High correlation
`spectral_bandwidth` is highly correlated with `chroma_stft` and 3 other fields	High correlation
`rolloff` is highly correlated with `chroma_stft` and 3 other fields	High correlation
`zero_crossing_rate` is highly correlated with `spectral_centroid` and 2 other fields	High correlation
`mfcc1` is highly correlated with `rmse` and 1 other fields	High correlation
`mfcc2` is highly correlated with `rmse` and 1 other fields	High correlation
`mfcc3` is highly correlated with `mfcc6`	High correlation
`mfcc6` is highly correlated with `mfcc3` and 1 other fields	High correlation
`mfcc8` is highly correlated with `mfcc9`	High correlation
`mfcc9` is highly correlated with `mfcc6` and 1 other fields	High correlation
`chroma_stft` is highly correlated with `spectral_centroid` and 2 other fields	High correlation
`rmse` is highly correlated with `mfcc1`	High correlation
`spectral_centroid` is highly correlated with `chroma_stft` and 3 other fields	High correlation
`spectral_bandwidth` is highly correlated with `chroma_stft` and 2 other fields	High correlation
`rolloff` is highly correlated with `chroma_stft` and 2 other fields	High correlation
`zero_crossing_rate` is highly correlated with `spectral_centroid`	High correlation
`mfcc1` is highly correlated with `rmse`	High correlation
`mfcc10` is highly correlated with `mfcc13` and 1 other fields	High correlation
`mfcc17` is highly correlated with `mfcc18` and 3 other fields	High correlation
`mfcc2` is highly correlated with `mfcc20` and 12 other fields	High correlation
`mfcc18` is highly correlated with `mfcc17` and 3 other fields	High correlation
`mfcc20` is highly correlated with `mfcc17` and 6 other fields	High correlation
`mfcc13` is highly correlated with `mfcc10` and 2 other fields	High correlation
`rolloff` is highly correlated with `mfcc2` and 4 other fields	High correlation
`spectral_bandwidth` is highly correlated with `mfcc2` and 7 other fields	High correlation
`mfcc9` is highly correlated with `mfcc2` and 8 other fields	High correlation
`mfcc19` is highly correlated with `mfcc18` and 2 other fields	High correlation
`mfcc8` is highly correlated with `mfcc9` and 5 other fields	High correlation
`mfcc6` is highly correlated with `mfcc9` and 5 other fields	High correlation
`chroma_stft` is highly correlated with `mfcc2` and 5 other fields	High correlation
`mfcc15` is highly correlated with `mfcc2` and 4 other fields	High correlation
`mfcc16` is highly correlated with `mfcc17` and 3 other fields	High correlation
`rmse` is highly correlated with `mfcc2` and 1 other fields	High correlation
`mfcc12` is highly correlated with `mfcc18` and 2 other fields	High correlation
`mfcc1` is highly correlated with `mfcc2` and 5 other fields	High correlation
`spectral_centroid` is highly correlated with `mfcc2` and 5 other fields	High correlation
`zero_crossing_rate` is highly correlated with `rolloff` and 2 other fields	High correlation
`mfcc11` is highly correlated with `mfcc2` and 7 other fields	High correlation
`mfcc4` is highly correlated with `mfcc2` and 3 other fields	High correlation
`mfcc3` is highly correlated with `mfcc2` and 5 other fields	High correlation
`mfcc14` is highly correlated with `mfcc17` and 8 other fields	High correlation
`mfcc7` is highly correlated with `mfcc10` and 3 other fields	High correlation
`chroma_stft` has 11 (1.0%) zeros	Zeros
`rmse` has 11 (1.0%) zeros	Zeros
`spectral_centroid` has 11 (1.0%) zeros	Zeros
`spectral_bandwidth` has 11 (1.0%) zeros	Zeros
`rolloff` has 11 (1.0%) zeros	Zeros
`zero_crossing_rate` has 11 (1.0%) zeros	Zeros
`mfcc2` has 11 (1.0%) zeros	Zeros
`mfcc3` has 11 (1.0%) zeros	Zeros
`mfcc4` has 11 (1.0%) zeros	Zeros
`mfcc5` has 11 (1.0%) zeros	Zeros
`mfcc6` has 11 (1.0%) zeros	Zeros
`mfcc7` has 11 (1.0%) zeros	Zeros
`mfcc8` has 11 (1.0%) zeros	Zeros
`mfcc9` has 11 (1.0%) zeros	Zeros
`mfcc10` has 11 (1.0%) zeros	Zeros
`mfcc11` has 11 (1.0%) zeros	Zeros
`mfcc12` has 11 (1.0%) zeros	Zeros
`mfcc13` has 11 (1.0%) zeros	Zeros
`mfcc14` has 11 (1.0%) zeros	Zeros
`mfcc15` has 11 (1.0%) zeros	Zeros
`mfcc16` has 11 (1.0%) zeros	Zeros
`mfcc17` has 11 (1.0%) zeros	Zeros
`mfcc18` has 11 (1.0%) zeros	Zeros
`mfcc19` has 11 (1.0%) zeros	Zeros
`mfcc20` has 11 (1.0%) zeros	Zeros

Reproduction

Analysis started	2021-08-30 12:04:12.617461
Analysis finished	2021-08-30 12:06:01.400910
Duration	1 minute and 48.78 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

df_index
Real number (ℝ_≥0)

Distinct	630
Distinct (%)	58.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	285.0925069

Minimum	0
Maximum	629
Zeros	2
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	28
Q1	141
median	281
Q3	420
95-th percentile	575
Maximum	629
Range	629
Interquartile range (IQR)	279

Descriptive statistics

Standard deviation	169.2186093
Coefficient of variation (CV)	0.5935568462
Kurtosis	-1.020271716
Mean	285.0925069
Median Absolute Deviation (MAD)	140
Skewness	0.1356960806
Sum	308185
Variance	28634.93773
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
314	2	0.2%
225	2	0.2%
223	2	0.2%
222	2	0.2%
221	2	0.2%
220	2	0.2%
219	2	0.2%
217	2	0.2%
216	2	0.2%
215	2	0.2%
Other values (620)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2	0.2%
1	2	0.2%
2	2	0.2%
3	2	0.2%
4	2	0.2%
5	2	0.2%
6	2	0.2%
7	2	0.2%
8	2	0.2%
9	2	0.2%

Value	Count	Frequency (%)
629	1	0.1%
628	1	0.1%
627	1	0.1%
626	1	0.1%
625	1	0.1%
624	1	0.1%
623	1	0.1%
622	1	0.1%
621	1	0.1%
620	1	0.1%

covid_status
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.6 KiB

0.0	662
1.0	419

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	3243
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	662	61.2%
1.0	419	38.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	662	61.2%
1.0	419	38.8%

Most occurring characters

Value	Count	Frequency (%)
0	1743	53.7%
.	1081	33.3%
1	419	12.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2162	66.7%
Other Punctuation	1081	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1743	80.6%
1	419	19.4%

Other Punctuation

Value	Count	Frequency (%)
.	1081	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3243	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1743	53.7%
.	1081	33.3%
1	419	12.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3243	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1743	53.7%
.	1081	33.3%
1	419	12.9%

chroma_stft
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4035494165

Minimum	0
Maximum	0.713843882
Zeros	11
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.142843336
Q1	0.335981101
median	0.4209557176
Q3	0.496389687
95-th percentile	0.578597724
Maximum	0.713843882
Range	0.713843882
Interquartile range (IQR)	0.160408586

Descriptive statistics

Standard deviation	0.1296332753
Coefficient of variation (CV)	0.3212327164
Kurtosis	0.470295051
Mean	0.4035494165
Median Absolute Deviation (MAD)	0.07894641144
Skewness	-0.7624410065
Sum	436.2369193
Variance	0.01680478605
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
0.32026583	1	0.1%
0.355041087	1	0.1%
0.372802585	1	0.1%
0.343598902	1	0.1%
0.480448633	1	0.1%
0.4290405512	1	0.1%
0.470732272	1	0.1%
0.339045614	1	0.1%
0.1549487114	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11	1.0%
0.03843208402	1	0.1%
0.04397591576	1	0.1%
0.045006383	1	0.1%
0.04885185137	1	0.1%
0.051359087	1	0.1%
0.052733447	1	0.1%
0.053086061	1	0.1%
0.056378141	1	0.1%
0.063190237	1	0.1%

Value	Count	Frequency (%)
0.713843882	1	0.1%
0.6939724684	1	0.1%
0.68251735	1	0.1%
0.6729518771	1	0.1%
0.655338287	1	0.1%
0.649740994	1	0.1%
0.648630261	1	0.1%
0.647475362	1	0.1%
0.6461057067	1	0.1%
0.644526184	1	0.1%

rmse
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.03329251792

Minimum	0
Maximum	0.258357763
Zeros	11
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.00402382
Q1	0.01529167034
median	0.0279369466
Q3	0.04411356896
95-th percentile	0.08097472
Maximum	0.258357763
Range	0.258357763
Interquartile range (IQR)	0.02882189862

Descriptive statistics

Standard deviation	0.02653561309
Coefficient of variation (CV)	0.7970443437
Kurtosis	10.31723826
Mean	0.03329251792
Median Absolute Deviation (MAD)	0.0136749826
Skewness	2.299768284
Sum	35.98921187
Variance	0.0007041387622
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
0.05143054947	1	0.1%
0.027883649	1	0.1%
0.04002605006	1	0.1%
0.04068954289	1	0.1%
0.015959216	1	0.1%
0.002056561178	1	0.1%
0.05704654008	1	0.1%
0.005123151	1	0.1%
0.05045469105	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11	1.0%
5.840104859 × 10^-5	1	0.1%
0.0001508722635	1	0.1%
0.0001651934435	1	0.1%
0.000300969	1	0.1%
0.000451976	1	0.1%
0.0004590667668	1	0.1%
0.000572709	1	0.1%
0.0006839970592	1	0.1%
0.0009864751482	1	0.1%

Value	Count	Frequency (%)
0.258357763	1	0.1%
0.198908299	1	0.1%
0.192608029	1	0.1%
0.189690381	1	0.1%
0.184641048	1	0.1%
0.162200212	1	0.1%
0.147816852	1	0.1%
0.1423441917	1	0.1%
0.14218767	1	0.1%
0.13232924	1	0.1%

spectral_centroid
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2947.898071

Minimum	0
Maximum	9664.656976
Zeros	11
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	870.3123955
Q1	2035.389434
median	2791.986463
Q3	3690.590217
95-th percentile	5554.3198
Maximum	9664.656976
Range	9664.656976
Interquartile range (IQR)	1655.200783

Descriptive statistics

Standard deviation	1435.891232
Coefficient of variation (CV)	0.4870898509
Kurtosis	1.898193878
Mean	2947.898071
Median Absolute Deviation (MAD)	822.6053992
Skewness	0.8868229456
Sum	3186677.814
Variance	2061783.629
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
3263.582054	1	0.1%
2580.646556	1	0.1%
1743.254585	1	0.1%
5480.706941	1	0.1%
548.3824182	1	0.1%
3126.544274	1	0.1%
1219.987881	1	0.1%
1769.121885	1	0.1%
2664.05188	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11	1.0%
184.3819743	1	0.1%
190.9859022	1	0.1%
206.7927189	1	0.1%
237.1921016	1	0.1%
266.5616226	1	0.1%
277.5420957	1	0.1%
279.996541	1	0.1%
294.8572124	1	0.1%
327.0632748	1	0.1%

Value	Count	Frequency (%)
9664.656976	1	0.1%
9650.895388	1	0.1%
9044.438687	1	0.1%
9005.46526	1	0.1%
8565.164897	1	0.1%
8313.345983	1	0.1%
8279.406341	1	0.1%
7993.854734	1	0.1%
7925.093594	1	0.1%
7842.117062	1	0.1%

spectral_bandwidth
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3029.804747

Minimum	0
Maximum	8407.462046
Zeros	11
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	825.4549809
Q1	2116.762065
median	2978.36393
Q3	3874.949274
95-th percentile	5304.807705
Maximum	8407.462046
Range	8407.462046
Interquartile range (IQR)	1758.187209

Descriptive statistics

Standard deviation	1341.781216
Coefficient of variation (CV)	0.4428606224
Kurtosis	0.2549729087
Mean	3029.804747
Median Absolute Deviation (MAD)	881.905279
Skewness	0.3010181174
Sum	3275218.931
Variance	1800376.831
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
3874.908885	1	0.1%
1959.865724	1	0.1%
5501.151711	1	0.1%
1859.552273	1	0.1%
2533.516344	1	0.1%
4417.885084	1	0.1%
2480.726307	1	0.1%
4985.021769	1	0.1%
3735.190344	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11	1.0%
183.7098885	1	0.1%
252.0658523	1	0.1%
257.3285117	1	0.1%
271.2475511	1	0.1%
287.5658529	1	0.1%
320.5324549	1	0.1%
343.0129044	1	0.1%
343.6180542	1	0.1%
344.6510998	1	0.1%

Value	Count	Frequency (%)
8407.462046	1	0.1%
8251.158782	1	0.1%
7540.090965	1	0.1%
7495.418677	1	0.1%
7447.614845	1	0.1%
7095.088789	1	0.1%
6804.642995	1	0.1%
6656.457605	1	0.1%
6620.402567	1	0.1%
6347.396876	1	0.1%

rolloff
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5773.824687

Minimum	0
Maximum	20569.21411
Zeros	11
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1665.131079
Q1	3748.547196
median	5314.32977
Q3	7347.057482
95-th percentile	11597.77353
Maximum	20569.21411
Range	20569.21411
Interquartile range (IQR)	3598.510286

Descriptive statistics

Standard deviation	3032.112764
Coefficient of variation (CV)	0.525148048
Kurtosis	1.578075606
Mean	5773.824687
Median Absolute Deviation (MAD)	1739.484827
Skewness	0.9659998969
Sum	6241504.487
Variance	9193707.815
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
12120.15459	1	0.1%
10390.22718	1	0.1%
3457.182135	1	0.1%
4670.142045	1	0.1%
4963.807118	1	0.1%
6434.780253	1	0.1%
6901.318149	1	0.1%
3763.573062	1	0.1%
3931.084719	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11	1.0%
350.051398	1	0.1%
379.1918027	1	0.1%
386.3251625	1	0.1%
470.4722444	1	0.1%
528.5259046	1	0.1%
534.6408124	1	0.1%
569.7877167	1	0.1%
586.4834651	1	0.1%
631.457879	1	0.1%

Value	Count	Frequency (%)
20569.21411	1	0.1%
20263.8	1	0.1%
18293.73919	1	0.1%
17743.21321	1	0.1%
16196.86871	1	0.1%
15779.85026	1	0.1%
15648.02537	1	0.1%
15618.33344	1	0.1%
15466.7676	1	0.1%
15327.00448	1	0.1%

zero_crossing_rate
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.06162732954

Minimum	0
Maximum	0.4551051579
Zeros	11
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.013934879
Q1	0.03902979756
median	0.055952261
Q3	0.07646679988
95-th percentile	0.119882746
Maximum	0.4551051579
Range	0.4551051579
Interquartile range (IQR)	0.03743700232

Descriptive statistics

Standard deviation	0.0390230454
Coefficient of variation (CV)	0.6332100659
Kurtosis	15.85669205
Mean	0.06162732954
Median Absolute Deviation (MAD)	0.01849111349
Skewness	2.677237535
Sum	66.61914323
Variance	0.001522798072
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
0.08318372907	1	0.1%
0.0432016226	1	0.1%
0.06096188948	1	0.1%
0.043158491	1	0.1%
0.02132713189	1	0.1%
0.046352333	1	0.1%
0.063534058	1	0.1%
0.077444067	1	0.1%
0.05942786953	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11	1.0%
0.002594958	1	0.1%
0.002759295	1	0.1%
0.003083631	1	0.1%
0.003130928015	1	0.1%
0.003639623	1	0.1%
0.003853002	1	0.1%
0.004303012	1	0.1%
0.004758080218	1	0.1%
0.005123515	1	0.1%

Value	Count	Frequency (%)
0.4551051579	1	0.1%
0.319630265	1	0.1%
0.2856979537	1	0.1%
0.281694367	1	0.1%
0.2758849344	1	0.1%
0.2615047374	1	0.1%
0.261298431	1	0.1%
0.2418142791	1	0.1%
0.2404672871	1	0.1%
0.21269375	1	0.1%

mfcc1
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1073
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-479.0047351

Minimum	-1131.371094
Maximum	-158.5798187
Zeros	0
Zeros (%)	0.0%
Negative	1081
Negative (%)	100.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	-1131.371094
5-th percentile	-626.2376099
Q1	-512.0425415
median	-463.8188477
Q3	-421.2705994
95-th percentile	-354.2198181
Maximum	-158.5798187
Range	972.791275
Interquartile range (IQR)	90.7719421

Descriptive statistics

Standard deviation	108.7561341
Coefficient of variation (CV)	-0.2270460522
Kurtosis	13.52424232
Mean	-479.0047351
Median Absolute Deviation (MAD)	44.48168941
Skewness	-2.74671878
Sum	-517804.1187
Variance	11827.8967
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1131.370972	9	0.8%
-450.7906799	1	0.1%
-473.3462524	1	0.1%
-460.6526489	1	0.1%
-838.5401611	1	0.1%
-424.2639771	1	0.1%
-408.3999634	1	0.1%
-454.3714905	1	0.1%
-402.5066223	1	0.1%
-468.3768005	1	0.1%
Other values (1063)	1063	98.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1131.371094	1	0.1%
-1131.370972	9	0.8%
-1131.37085	1	0.1%
-1070.247437	1	0.1%
-986.1693115	1	0.1%
-901.6448364	1	0.1%
-896.5194092	1	0.1%
-838.5401611	1	0.1%
-835.4823608	1	0.1%
-828.8948364	1	0.1%

Value	Count	Frequency (%)
-158.5798187	1	0.1%
-209.7514648	1	0.1%
-225.1213531	1	0.1%
-258.5140076	1	0.1%
-274.3941956	1	0.1%
-281.8812561	1	0.1%
-282.7156067	1	0.1%
-288.8164368	1	0.1%
-290.7644958	1	0.1%
-291.2513733	1	0.1%

mfcc2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	66.67197735

Minimum	0
Maximum	244.6695404
Zeros	11
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	0
5-th percentile	21.59103394
Q1	45.11480713
median	63.18916321
Q3	85.70993805
95-th percentile	122.8788376
Maximum	244.6695404
Range	244.6695404
Interquartile range (IQR)	40.59513092

Descriptive statistics

Standard deviation	30.7800174
Coefficient of variation (CV)	0.4616634847
Kurtosis	1.153251473
Mean	66.67197735
Median Absolute Deviation (MAD)	19.95152664
Skewness	0.6531792767
Sum	72072.40751
Variance	947.4094709
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
63.41691589	1	0.1%
75.83643341	1	0.1%
75.22475433	1	0.1%
109.008522	1	0.1%
92.58580017	1	0.1%
124.8714218	1	0.1%
53.29270935	1	0.1%
83.33530426	1	0.1%
43.37391663	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11	1.0%
9.613675117	1	0.1%
9.842391968	1	0.1%
10.83389091	1	0.1%
11.07466602	1	0.1%
11.26107025	1	0.1%
11.40913963	1	0.1%
11.62944317	1	0.1%
11.80860806	1	0.1%
11.88232136	1	0.1%

Value	Count	Frequency (%)
244.6695404	1	0.1%
195.9983521	1	0.1%
171.5653381	1	0.1%
171.4180756	1	0.1%
164.5775757	1	0.1%
159.2673798	1	0.1%
152.4318237	1	0.1%
152.0501862	1	0.1%
150.3281097	1	0.1%
150.3226013	1	0.1%

mfcc3
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-12.43083482

Minimum	-71.13731384
Maximum	40.16890717
Zeros	11
Zeros (%)	1.0%
Negative	849
Negative (%)	78.5%
Memory size	8.6 KiB

Quantile statistics

Minimum	-71.13731384
5-th percentile	-39.52322769
Q1	-22.05104637
median	-10.75276279
Q3	-1.562730432
95-th percentile	10.66882229
Maximum	40.16890717
Range	111.306221
Interquartile range (IQR)	20.48831594

Descriptive statistics

Standard deviation	16.17034834
Coefficient of variation (CV)	-1.300825614
Kurtosis	0.6601705585
Mean	-12.43083482
Median Absolute Deviation (MAD)	10.23408335
Skewness	-0.3504319503
Sum	-13437.73244
Variance	261.4801655
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
-2.665982723	1	0.1%
-20.67183495	1	0.1%
-8.010504723	1	0.1%
-1.197245121	1	0.1%
-17.88759804	1	0.1%
-25.55060768	1	0.1%
-44.18235397	1	0.1%
5.905565262	1	0.1%
-31.07026291	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-71.13731384	1	0.1%
-65.54856873	1	0.1%
-64.02134705	1	0.1%
-64.0087204	1	0.1%
-62.67205811	1	0.1%
-62.29941559	1	0.1%
-61.94781113	1	0.1%
-61.93750763	1	0.1%
-61.68632126	1	0.1%
-61.04767227	1	0.1%

Value	Count	Frequency (%)
40.16890717	1	0.1%
36.67864227	1	0.1%
35.73976135	1	0.1%
34.70328903	1	0.1%
31.92489433	1	0.1%
30.29893875	1	0.1%
30.17274475	1	0.1%
30.02544594	1	0.1%
29.94177818	1	0.1%
28.81005096	1	0.1%

mfcc4
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.946714677

Minimum	-50.67280579
Maximum	50.44385147
Zeros	11
Zeros (%)	1.0%
Negative	329
Negative (%)	30.4%
Memory size	8.6 KiB

Quantile statistics

Minimum	-50.67280579
5-th percentile	-12.63643551
Q1	-1.162451982
median	3.500232458
Q3	9.324522018
95-th percentile	20.9747963
Maximum	50.44385147
Range	101.1166573
Interquartile range (IQR)	10.486974

Descriptive statistics

Standard deviation	10.42533926
Coefficient of variation (CV)	2.641523422
Kurtosis	3.207603634
Mean	3.946714677
Median Absolute Deviation (MAD)	5.351528406
Skewness	0.1487476222
Sum	4266.398566
Variance	108.6876987
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
3.572793007	1	0.1%
-4.223897457	1	0.1%
5.681502342	1	0.1%
6.614504814	1	0.1%
4.220125675	1	0.1%
12.875741	1	0.1%
14.24721622	1	0.1%
-2.104094982	1	0.1%
-5.278284073	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-50.67280579	1	0.1%
-40.94032669	1	0.1%
-39.49336243	1	0.1%
-38.08506393	1	0.1%
-35.45634842	1	0.1%
-31.0848999	1	0.1%
-25.24410057	1	0.1%
-23.18198395	1	0.1%
-22.4691124	1	0.1%
-22.41606712	1	0.1%

Value	Count	Frequency (%)
50.44385147	1	0.1%
47.93732834	1	0.1%
46.31910324	1	0.1%
46.05772781	1	0.1%
44.52319336	1	0.1%
44.14863968	1	0.1%
42.98031998	1	0.1%
42.39756775	1	0.1%
42.38892746	1	0.1%
35.31492996	1	0.1%

mfcc5
Real number (ℝ)

ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.261818641

Minimum	-32.07802582
Maximum	38.65247726
Zeros	11
Zeros (%)	1.0%
Negative	357
Negative (%)	33.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	-32.07802582
5-th percentile	-9.621725082
Q1	-1.492283702
median	2.154400349
Q3	6.36658287
95-th percentile	13.36903477
Maximum	38.65247726
Range	70.73050308
Interquartile range (IQR)	7.858866572

Descriptive statistics

Standard deviation	7.216035444
Coefficient of variation (CV)	3.190368721
Kurtosis	2.896714169
Mean	2.261818641
Median Absolute Deviation (MAD)	3.932795644
Skewness	-0.3910514114
Sum	2445.025951
Variance	52.07116754
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
2.483670473	1	0.1%
0.644661784	1	0.1%
2.937791348	1	0.1%
-5.847380161	1	0.1%
2.580755472	1	0.1%
-5.786503315	1	0.1%
3.504540443	1	0.1%
12.06279182	1	0.1%
3.346823215	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-32.07802582	1	0.1%
-31.54395676	1	0.1%
-28.34592819	1	0.1%
-27.22459793	1	0.1%
-26.5145874	1	0.1%
-25.47906494	1	0.1%
-24.10609436	1	0.1%
-24.09487534	1	0.1%
-23.01267815	1	0.1%
-22.18257332	1	0.1%

Value	Count	Frequency (%)
38.65247726	1	0.1%
25.49683571	1	0.1%
25.18835831	1	0.1%
24.05136299	1	0.1%
23.43458939	1	0.1%
23.20032501	1	0.1%
22.27960968	1	0.1%
21.64565659	1	0.1%
21.60591888	1	0.1%
21.07747459	1	0.1%

mfcc6
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-5.948288318

Minimum	-41.279953
Maximum	26.55897903
Zeros	11
Zeros (%)	1.0%
Negative	825
Negative (%)	76.3%
Memory size	8.6 KiB

Quantile statistics

Minimum	-41.279953
5-th percentile	-21.14289856
Q1	-11.17835712
median	-5.587522984
Q3	-0.4305601716
95-th percentile	10.36619282
Maximum	26.55897903
Range	67.83893203
Interquartile range (IQR)	10.74779695

Descriptive statistics

Standard deviation	9.555163172
Coefficient of variation (CV)	-1.606371894
Kurtosis	1.083819389
Mean	-5.948288318
Median Absolute Deviation (MAD)	5.426099614
Skewness	-0.08777131708
Sum	-6430.099671
Variance	91.30114325
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
14.04148579	1	0.1%
-11.03471184	1	0.1%
-0.114552252	1	0.1%
-9.53356266	1	0.1%
-5.864676476	1	0.1%
-21.84444618	1	0.1%
-6.828346252	1	0.1%
-14.86376095	1	0.1%
4.211601257	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-41.279953	1	0.1%
-41.14748764	1	0.1%
-38.75806046	1	0.1%
-38.57121277	1	0.1%
-38.17341995	1	0.1%
-35.59018326	1	0.1%
-34.74343872	1	0.1%
-34.36829758	1	0.1%
-33.96413422	1	0.1%
-30.34813499	1	0.1%

Value	Count	Frequency (%)
26.55897903	1	0.1%
24.75510788	1	0.1%
24.00127602	1	0.1%
23.43255043	1	0.1%
23.12730217	1	0.1%
21.16553116	1	0.1%
21.01282692	1	0.1%
20.984478	1	0.1%
20.57469368	1	0.1%
20.44968414	1	0.1%

mfcc7
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.951677724

Minimum	-26.95786667
Maximum	37.45738983
Zeros	11
Zeros (%)	1.0%
Negative	304
Negative (%)	28.1%
Memory size	8.6 KiB

Quantile statistics

Minimum	-26.95786667
5-th percentile	-7.970864296
Q1	-0.5552810431
median	2.758680344
Q3	6.594966412
95-th percentile	14.49927616
Maximum	37.45738983
Range	64.4152565
Interquartile range (IQR)	7.150247455

Descriptive statistics

Standard deviation	6.872393939
Coefficient of variation (CV)	2.328300913
Kurtosis	2.009638858
Mean	2.951677724
Median Absolute Deviation (MAD)	3.681914211
Skewness	0.1155408194
Sum	3190.76362
Variance	47.22979845
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
-0.1655389667	1	0.1%
5.885256767	1	0.1%
1.815033436	1	0.1%
-7.818572998	1	0.1%
-3.951654434	1	0.1%
3.335578203	1	0.1%
3.119094133	1	0.1%
9.979566574	1	0.1%
4.349145412	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-26.95786667	1	0.1%
-22.85929108	1	0.1%
-22.23479843	1	0.1%
-21.64882469	1	0.1%
-19.56453133	1	0.1%
-18.91486359	1	0.1%
-18.18787003	1	0.1%
-17.82994461	1	0.1%
-17.50201035	1	0.1%
-15.78126907	1	0.1%

Value	Count	Frequency (%)
37.45738983	1	0.1%
34.34645844	1	0.1%
30.10472298	1	0.1%
23.34399414	1	0.1%
23.21776772	1	0.1%
23.03821564	1	0.1%
22.92894363	1	0.1%
22.35136223	1	0.1%
21.55488396	1	0.1%
20.49845123	1	0.1%

mfcc8
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-3.596574898

Minimum	-29.14434624
Maximum	21.4065361
Zeros	11
Zeros (%)	1.0%
Negative	827
Negative (%)	76.5%
Memory size	8.6 KiB

Quantile statistics

Minimum	-29.14434624
5-th percentile	-13.1912899
Q1	-6.955488205
median	-3.090150118
Q3	-0.2161590606
95-th percentile	5.114324093
Maximum	21.4065361
Range	50.55088234
Interquartile range (IQR)	6.739329144

Descriptive statistics

Standard deviation	5.615907694
Coefficient of variation (CV)	-1.56145996
Kurtosis	1.431745118
Mean	-3.596574898
Median Absolute Deviation (MAD)	3.282867193
Skewness	-0.1284494366
Sum	-3887.897464
Variance	31.53841923
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
-4.032561302	1	0.1%
0.325222582	1	0.1%
0.510143995	1	0.1%
-5.48730135	1	0.1%
1.566630125	1	0.1%
4.677281857	1	0.1%
-2.865460396	1	0.1%
-6.177247524	1	0.1%
-4.036613941	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-29.14434624	1	0.1%
-25.28309822	1	0.1%
-24.11453247	1	0.1%
-21.1296978	1	0.1%
-20.48111534	1	0.1%
-19.63662148	1	0.1%
-19.56856728	1	0.1%
-19.38252068	1	0.1%
-18.88794518	1	0.1%
-18.52404594	1	0.1%

Value	Count	Frequency (%)
21.4065361	1	0.1%
17.22385979	1	0.1%
15.58836842	1	0.1%
14.89510441	1	0.1%
14.08370876	1	0.1%
13.72003174	1	0.1%
13.30539608	1	0.1%
13.02627945	1	0.1%
11.84911823	1	0.1%
11.56861019	1	0.1%

mfcc9
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-7.480239798

Minimum	-27.56988144
Maximum	21.45839119
Zeros	11
Zeros (%)	1.0%
Negative	989
Negative (%)	91.5%
Memory size	8.6 KiB

Quantile statistics

Minimum	-27.56988144
5-th percentile	-18.54696846
Q1	-11.17633915
median	-7.025990009
Q3	-3.308302879
95-th percentile	1.03594923
Maximum	21.45839119
Range	49.02827263
Interquartile range (IQR)	7.868036271

Descriptive statistics

Standard deviation	6.140288183
Coefficient of variation (CV)	-0.8208678263
Kurtosis	1.067600399
Mean	-7.480239798
Median Absolute Deviation (MAD)	3.948588851
Skewness	-0.09826859623
Sum	-8086.139222
Variance	37.70313897
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
-15.86264133	1	0.1%
2.619829893	1	0.1%
-8.948056221	1	0.1%
2.319782495	1	0.1%
-12.72047138	1	0.1%
-12.05784702	1	0.1%
21.45839119	1	0.1%
-6.556877613	1	0.1%
-9.232545853	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-27.56988144	1	0.1%
-26.76160431	1	0.1%
-25.87574768	1	0.1%
-25.44983673	1	0.1%
-24.88909912	1	0.1%
-24.57736969	1	0.1%
-24.16223717	1	0.1%
-24.15608215	1	0.1%
-23.8568821	1	0.1%
-23.81475067	1	0.1%

Value	Count	Frequency (%)
21.45839119	1	0.1%
18.41288185	1	0.1%
14.39008999	1	0.1%
13.29579735	1	0.1%
13.27368355	1	0.1%
12.97146416	1	0.1%
9.076259613	1	0.1%
9.038554192	1	0.1%
8.440195084	1	0.1%
8.125806808	1	0.1%

mfcc10
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-2.167860112

Minimum	-22.30970955
Maximum	14.64953804
Zeros	11
Zeros (%)	1.0%
Negative	723
Negative (%)	66.9%
Memory size	8.6 KiB

Quantile statistics

Minimum	-22.30970955
5-th percentile	-10.80609322
Q1	-5.03892374
median	-1.750561476
Q3	0.84434253
95-th percentile	5.444141865
Maximum	14.64953804
Range	36.95924759
Interquartile range (IQR)	5.88326627

Descriptive statistics

Standard deviation	4.943564497
Coefficient of variation (CV)	-2.280389066
Kurtosis	1.117677391
Mean	-2.167860112
Median Absolute Deviation (MAD)	2.901066899
Skewness	-0.4044527938
Sum	-2343.456781
Variance	24.43882993
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
0.920761228	1	0.1%
-11.37697887	1	0.1%
-18.52075577	1	0.1%
-2.385403633	1	0.1%
-2.897901297	1	0.1%
-0.863903403	1	0.1%
-1.079052925	1	0.1%
-8.418963432	1	0.1%
1.86251843	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-22.30970955	1	0.1%
-20.99808693	1	0.1%
-19.90414047	1	0.1%
-19.32192993	1	0.1%
-18.58567047	1	0.1%
-18.52075577	1	0.1%
-17.25959015	1	0.1%
-17.17531776	1	0.1%
-16.98592377	1	0.1%
-16.75552368	1	0.1%

Value	Count	Frequency (%)
14.64953804	1	0.1%
14.33575439	1	0.1%
12.46976757	1	0.1%
11.00736332	1	0.1%
10.4878931	1	0.1%
10.3628664	1	0.1%
10.32119942	1	0.1%
9.944406509	1	0.1%
9.813518524	1	0.1%
9.706596375	1	0.1%

mfcc11
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-5.675410239

Minimum	-30.68183708
Maximum	17.16213799
Zeros	11
Zeros (%)	1.0%
Negative	975
Negative (%)	90.2%
Memory size	8.6 KiB

Quantile statistics

Minimum	-30.68183708
5-th percentile	-14.15765762
Q1	-8.750238419
median	-5.196810246
Q3	-2.458651543
95-th percentile	1.204507351
Maximum	17.16213799
Range	47.84397507
Interquartile range (IQR)	6.291586876

Descriptive statistics

Standard deviation	5.076359034
Coefficient of variation (CV)	-0.8944479465
Kurtosis	1.635414284
Mean	-5.675410239
Median Absolute Deviation (MAD)	2.993979693
Skewness	-0.2822412701
Sum	-6135.118468
Variance	25.76942104
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
-5.880331516	1	0.1%
-18.39513397	1	0.1%
-3.723785639	1	0.1%
-0.9967788458	1	0.1%
-10.93688297	1	0.1%
-8.32343483	1	0.1%
-1.262972474	1	0.1%
-5.161691189	1	0.1%
-7.026235104	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-30.68183708	1	0.1%
-24.86472511	1	0.1%
-23.95799255	1	0.1%
-22.25798798	1	0.1%
-22.08152771	1	0.1%
-21.76792526	1	0.1%
-21.32602882	1	0.1%
-20.33587837	1	0.1%
-20.29251099	1	0.1%
-19.82190895	1	0.1%

Value	Count	Frequency (%)
17.16213799	1	0.1%
11.85793495	1	0.1%
11.31167889	1	0.1%
10.71583366	1	0.1%
10.17402458	1	0.1%
9.278143883	1	0.1%
8.91900444	1	0.1%
8.068819046	1	0.1%
7.675300598	1	0.1%
7.640714645	1	0.1%

mfcc12
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-2.308083249

Minimum	-19.69954491
Maximum	19.01058578
Zeros	11
Zeros (%)	1.0%
Negative	793
Negative (%)	73.4%
Memory size	8.6 KiB

Quantile statistics

Minimum	-19.69954491
5-th percentile	-9.523075104
Q1	-4.74725914
median	-2.270972252
Q3	0.048027109
95-th percentile	4.594697952
Maximum	19.01058578
Range	38.71013069
Interquartile range (IQR)	4.795286249

Descriptive statistics

Standard deviation	4.284662328
Coefficient of variation (CV)	-1.856372524
Kurtosis	1.722213601
Mean	-2.308083249
Median Absolute Deviation (MAD)	2.42350769
Skewness	0.04770710817
Sum	-2495.037993
Variance	18.35833126
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
-5.350444794	1	0.1%
-3.716117144	1	0.1%
-3.377613544	1	0.1%
-1.936649799	1	0.1%
-4.767061234	1	0.1%
-0.426141143	1	0.1%
3.651019335	1	0.1%
-10.85838985	1	0.1%
-2.717794418	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-19.69954491	1	0.1%
-17.33394241	1	0.1%
-16.43702888	1	0.1%
-16.42992592	1	0.1%
-16.06497192	1	0.1%
-15.80834579	1	0.1%
-15.73536587	1	0.1%
-15.42517281	1	0.1%
-15.30810928	1	0.1%
-14.79336834	1	0.1%

Value	Count	Frequency (%)
19.01058578	1	0.1%
15.14343262	1	0.1%
11.90299225	1	0.1%
11.54516125	1	0.1%
10.66391373	1	0.1%
10.58747578	1	0.1%
10.52375889	1	0.1%
10.49215889	1	0.1%
9.982649803	1	0.1%
9.952600479	1	0.1%

mfcc13
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.2168054128

Minimum	-14.32656765
Maximum	15.5325861
Zeros	11
Zeros (%)	1.0%
Negative	574
Negative (%)	53.1%
Memory size	8.6 KiB

Quantile statistics

Minimum	-14.32656765
5-th percentile	-6.111266136
Q1	-2.33676672
median	-0.2647617161
Q3	1.799973607
95-th percentile	5.363029957
Maximum	15.5325861
Range	29.85915375
Interquartile range (IQR)	4.136740327

Descriptive statistics

Standard deviation	3.631050464
Coefficient of variation (CV)	-16.74796961
Kurtosis	1.665833961
Mean	-0.2168054128
Median Absolute Deviation (MAD)	2.072005004
Skewness	0.2142397632
Sum	-234.3666512
Variance	13.18452747
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
-7.812266827	1	0.1%
-5.020665169	1	0.1%
-3.360303879	1	0.1%
-0.150535196	1	0.1%
-0.145758241	1	0.1%
0.339346677	1	0.1%
9.333808899	1	0.1%
-3.705603361	1	0.1%
-2.63125515	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-14.32656765	1	0.1%
-12.06414795	1	0.1%
-11.90548706	1	0.1%
-11.4502058	1	0.1%
-11.40997124	1	0.1%
-10.63613892	1	0.1%
-10.28807163	1	0.1%
-9.889737129	1	0.1%
-9.620165825	1	0.1%
-9.54484272	1	0.1%

Value	Count	Frequency (%)
15.5325861	1	0.1%
15.48586559	1	0.1%
14.23933983	1	0.1%
13.12635994	1	0.1%
12.84805679	1	0.1%
11.96947765	1	0.1%
11.48271084	1	0.1%
11.36475277	1	0.1%
10.88243484	1	0.1%
10.47127533	1	0.1%

mfcc14
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-4.914253525

Minimum	-19.14441681
Maximum	8.071635246
Zeros	11
Zeros (%)	1.0%
Negative	1000
Negative (%)	92.5%
Memory size	8.6 KiB

Quantile statistics

Minimum	-19.14441681
5-th percentile	-11.58793545
Q1	-7.326594353
median	-4.573219299
Q3	-2.23072052
95-th percentile	0.536752343
Maximum	8.071635246
Range	27.21605206
Interquartile range (IQR)	5.095873833

Descriptive statistics

Standard deviation	3.901596983
Coefficient of variation (CV)	-0.793934819
Kurtosis	0.6750009155
Mean	-4.914253525
Median Absolute Deviation (MAD)	2.517240524
Skewness	-0.3527384084
Sum	-5312.308061
Variance	15.22245902
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
-7.735281467	1	0.1%
-2.070733547	1	0.1%
-9.279146194	1	0.1%
-10.37256241	1	0.1%
-4.207258224	1	0.1%
-10.79226303	1	0.1%
-2.258059263	1	0.1%
-10.31836128	1	0.1%
-6.255465031	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-19.14441681	1	0.1%
-19.12548256	1	0.1%
-18.30798721	1	0.1%
-17.58385849	1	0.1%
-17.49734306	1	0.1%
-17.362257	1	0.1%
-17.05852127	1	0.1%
-16.89989662	1	0.1%
-16.44167328	1	0.1%
-16.11878395	1	0.1%

Value	Count	Frequency (%)
8.071635246	1	0.1%
7.412722588	1	0.1%
7.02345562	1	0.1%
6.063765526	1	0.1%
5.509656429	1	0.1%
5.496338367	1	0.1%
5.449774265	1	0.1%
5.075861454	1	0.1%
4.664302349	1	0.1%
4.549287319	1	0.1%

mfcc15
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-2.339221706

Minimum	-18.95507431
Maximum	9.340603828
Zeros	11
Zeros (%)	1.0%
Negative	852
Negative (%)	78.8%
Memory size	8.6 KiB

Quantile statistics

Minimum	-18.95507431
5-th percentile	-8.590723038
Q1	-4.169894218
median	-1.856794238
Q3	-0.315332502
95-th percentile	2.442489147
Maximum	9.340603828
Range	28.29567814
Interquartile range (IQR)	3.854561716

Descriptive statistics

Standard deviation	3.358765917
Coefficient of variation (CV)	-1.435847619
Kurtosis	1.774743558
Mean	-2.339221706
Median Absolute Deviation (MAD)	1.856794238
Skewness	-0.5514956423
Sum	-2528.698664
Variance	11.28130849
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
-3.349514723	1	0.1%
0.490861773	1	0.1%
0.1778983176	1	0.1%
2.537332058	1	0.1%
-0.628032207	1	0.1%
-2.705727816	1	0.1%
-11.35241127	1	0.1%
-5.864573956	1	0.1%
0.613968313	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-18.95507431	1	0.1%
-16.39391327	1	0.1%
-16.24710846	1	0.1%
-14.06596565	1	0.1%
-13.0180788	1	0.1%
-12.80106449	1	0.1%
-12.57399368	1	0.1%
-12.52011204	1	0.1%
-12.25246334	1	0.1%
-12.20639324	1	0.1%

Value	Count	Frequency (%)
9.340603828	1	0.1%
9.036358833	1	0.1%
8.903528214	1	0.1%
7.993684292	1	0.1%
7.53992033	1	0.1%
7.199748039	1	0.1%
6.742629051	1	0.1%
6.689557552	1	0.1%
6.496016502	1	0.1%
6.116706371	1	0.1%

mfcc16
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.9425265991

Minimum	-12.70205021
Maximum	10.22396183
Zeros	11
Zeros (%)	1.0%
Negative	689
Negative (%)	63.7%
Memory size	8.6 KiB

Quantile statistics

Minimum	-12.70205021
5-th percentile	-5.897567272
Q1	-2.631525517
median	-0.845211029
Q3	0.7234651446
95-th percentile	3.912890911
Maximum	10.22396183
Range	22.92601204
Interquartile range (IQR)	3.354990662

Descriptive statistics

Standard deviation	2.947060592
Coefficient of variation (CV)	-3.126766497
Kurtosis	1.213524579
Mean	-0.9425265991
Median Absolute Deviation (MAD)	1.677024841
Skewness	-0.01587008228
Sum	-1018.871254
Variance	8.685166134
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
-0.097375624	1	0.1%
-3.702517509	1	0.1%
-0.889880061	1	0.1%
-4.892706394	1	0.1%
-2.244820595	1	0.1%
-2.244818687	1	0.1%
0.871385217	1	0.1%
-7.411472321	1	0.1%
2.000241995	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-12.70205021	1	0.1%
-12.39384556	1	0.1%
-10.71478367	1	0.1%
-10.39009571	1	0.1%
-9.587241173	1	0.1%
-9.299360275	1	0.1%
-9.231365204	1	0.1%
-9.023454666	1	0.1%
-8.907880783	1	0.1%
-8.857178688	1	0.1%

Value	Count	Frequency (%)
10.22396183	1	0.1%
10.01676273	1	0.1%
9.8391819	1	0.1%
8.807062149	1	0.1%
8.744915962	1	0.1%
8.074662209	1	0.1%
7.833495617	1	0.1%
7.481666088	1	0.1%
7.233170033	1	0.1%
6.952907085	1	0.1%

mfcc17
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-3.487040529

Minimum	-18.7939167
Maximum	9.577660561
Zeros	11
Zeros (%)	1.0%
Negative	976
Negative (%)	90.3%
Memory size	8.6 KiB

Quantile statistics

Minimum	-18.7939167
5-th percentile	-9.324140549
Q1	-5.344659805
median	-3.093817472
Q3	-1.297691107
95-th percentile	0.901845694
Maximum	9.577660561
Range	28.37157726
Interquartile range (IQR)	4.046968698

Descriptive statistics

Standard deviation	3.196399992
Coefficient of variation (CV)	-0.9166512305
Kurtosis	1.62987423
Mean	-3.487040529
Median Absolute Deviation (MAD)	1.989258766
Skewness	-0.6948867482
Sum	-3769.490812
Variance	10.21697291
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
-4.66130352	1	0.1%
1.185143828	1	0.1%
-2.127614975	1	0.1%
-4.642323017	1	0.1%
-4.969996929	1	0.1%
-5.165011883	1	0.1%
1.251292586	1	0.1%
-2.366817236	1	0.1%
-2.686044693	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-18.7939167	1	0.1%
-16.01647377	1	0.1%
-15.83006287	1	0.1%
-15.39046383	1	0.1%
-14.85295486	1	0.1%
-14.60864258	1	0.1%
-14.31454086	1	0.1%
-13.87495136	1	0.1%
-13.59598827	1	0.1%
-13.52309227	1	0.1%

Value	Count	Frequency (%)
9.577660561	1	0.1%
7.724896908	1	0.1%
7.005709171	1	0.1%
4.512923717	1	0.1%
4.083483696	1	0.1%
3.872685432	1	0.1%
3.464796305	1	0.1%
3.293461323	1	0.1%
2.733650923	1	0.1%
2.600659132	1	0.1%

mfcc18
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.207177057

Minimum	-11.83269691
Maximum	10.14734268
Zeros	11
Zeros (%)	1.0%
Negative	734
Negative (%)	67.9%
Memory size	8.6 KiB

Quantile statistics

Minimum	-11.83269691
5-th percentile	-6.033100605
Q1	-2.896502495
median	-0.9744070172
Q3	0.338661343
95-th percentile	2.981276512
Maximum	10.14734268
Range	21.9800396
Interquartile range (IQR)	3.235163838

Descriptive statistics

Standard deviation	2.803603081
Coefficient of variation (CV)	-2.322445631
Kurtosis	1.163452781
Mean	-1.207177057
Median Absolute Deviation (MAD)	1.602034033
Skewness	-0.1322012283
Sum	-1304.958398
Variance	7.860190237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
-7.942669392	1	0.1%
-1.96226573	1	0.1%
-6.739678383	1	0.1%
-1.442727089	1	0.1%
0.1588560194	1	0.1%
-0.9283934236	1	0.1%
-0.443820268	1	0.1%
2.952404976	1	0.1%
0.405142367	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-11.83269691	1	0.1%
-11.51137543	1	0.1%
-10.24459076	1	0.1%
-10.01970768	1	0.1%
-9.352755547	1	0.1%
-9.32516098	1	0.1%
-9.297369003	1	0.1%
-9.060991287	1	0.1%
-9.006246567	1	0.1%
-8.952600479	1	0.1%

Value	Count	Frequency (%)
10.14734268	1	0.1%
8.760421753	1	0.1%
8.42075634	1	0.1%
8.275066376	1	0.1%
7.986096859	1	0.1%
7.084657192	1	0.1%
6.95361805	1	0.1%
6.697464466	1	0.1%
6.371348858	1	0.1%
6.353402615	1	0.1%

mfcc19
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-2.176857767

Minimum	-14.19121933
Maximum	7.844563484
Zeros	11
Zeros (%)	1.0%
Negative	879
Negative (%)	81.3%
Memory size	8.6 KiB

Quantile statistics

Minimum	-14.19121933
5-th percentile	-7.368927002
Q1	-3.788481951
median	-1.819852591
Q3	-0.383398026
95-th percentile	2.034101486
Maximum	7.844563484
Range	22.03578281
Interquartile range (IQR)	3.405083925

Descriptive statistics

Standard deviation	2.836623728
Coefficient of variation (CV)	-1.303081795
Kurtosis	1.278489243
Mean	-2.176857767
Median Absolute Deviation (MAD)	1.695536375
Skewness	-0.4385001094
Sum	-2353.183246
Variance	8.046434173
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
-1.240774155	1	0.1%
-2.496974468	1	0.1%
-1.050569892	1	0.1%
-5.229159832	1	0.1%
-3.221355677	1	0.1%
-1.498699546	1	0.1%
0.167781726	1	0.1%
-0.411665857	1	0.1%
-1.195409179	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-14.19121933	1	0.1%
-13.68722916	1	0.1%
-12.69852638	1	0.1%
-12.3611269	1	0.1%
-12.32665348	1	0.1%
-10.72327995	1	0.1%
-10.67629623	1	0.1%
-10.44715691	1	0.1%
-10.16566753	1	0.1%
-10.07117558	1	0.1%

Value	Count	Frequency (%)
7.844563484	1	0.1%
7.777217388	1	0.1%
7.508460522	1	0.1%
6.988335133	1	0.1%
5.584423065	1	0.1%
5.400403976	1	0.1%
5.275535107	1	0.1%
4.814814568	1	0.1%
4.580993652	1	0.1%
4.345280647	1	0.1%

mfcc20
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	1071
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-2.827425435

Minimum	-15.11517143
Maximum	8.058457375
Zeros	11
Zeros (%)	1.0%
Negative	954
Negative (%)	88.3%
Memory size	8.6 KiB

Quantile statistics

Minimum	-15.11517143
5-th percentile	-7.868370056
Q1	-4.418412685
median	-2.469909906
Q3	-0.996731877
95-th percentile	0.8804805279
Maximum	8.058457375
Range	23.17362881
Interquartile range (IQR)	3.421680808

Descriptive statistics

Standard deviation	2.83325264
Coefficient of variation (CV)	-1.002060958
Kurtosis	1.369665892
Mean	-2.827425435
Median Absolute Deviation (MAD)	1.686895072
Skewness	-0.455057794
Sum	-3056.446895
Variance	8.027320524
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	1.0%
-9.853769302	1	0.1%
0.301636696	1	0.1%
-4.490564823	1	0.1%
-2.636886835	1	0.1%
-4.24481535	1	0.1%
-2.005954027	1	0.1%
-1.441684604	1	0.1%
-0.9446679354	1	0.1%
-1.227846384	1	0.1%
Other values (1061)	1061	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-15.11517143	1	0.1%
-13.96719551	1	0.1%
-13.38325214	1	0.1%
-13.16848183	1	0.1%
-13.0510273	1	0.1%
-11.95419121	1	0.1%
-11.55480766	1	0.1%
-10.95074844	1	0.1%
-10.90212154	1	0.1%
-10.87469196	1	0.1%

Value	Count	Frequency (%)
8.058457375	1	0.1%
7.449724674	1	0.1%
6.828485489	1	0.1%
4.792387962	1	0.1%
4.744304657	1	0.1%
4.728491306	1	0.1%
4.649868965	1	0.1%
4.518580914	1	0.1%
4.499591351	1	0.1%
4.259610176	1	0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	df_index	covid_status	chroma_stft	rmse	spectral_centroid	spectral_bandwidth	rolloff	zero_crossing_rate	mfcc1	mfcc2	mfcc3	mfcc4	mfcc5	mfcc6	mfcc7	mfcc8	mfcc9	mfcc10	mfcc11	mfcc12	mfcc13	mfcc14	mfcc15	mfcc16	mfcc17	mfcc18	mfcc19	mfcc20
0	0	1.0	0.559781	0.005139	3414.450295	3852.819164	6722.366637	0.073481	-578.454224	100.593597	-20.662931	14.388502	-11.822021	-6.728053	11.677692	1.516746	-5.900724	-12.936636	0.676318	2.169027	-3.117411	-4.751014	-8.532103	-2.877681	-6.372658	-10.019708	-7.233541	-5.531066
1	1	1.0	0.048852	0.000151	266.561623	287.565853	470.472244	0.003131	-986.169312	11.261070	-5.095660	0.569532	2.554411	1.093082	1.598473	-2.135033	-2.676515	0.288678	-0.103437	-0.244169	-0.498977	-1.392723	-0.122609	-0.091930	-0.836328	0.076709	-0.351206	-0.637464
2	2	1.0	0.510157	0.029501	2993.747046	4082.985889	6813.473087	0.033092	-490.079742	56.480343	-5.512434	-4.344722	-5.369805	-11.822551	-5.106105	-6.955488	-12.158201	-12.961327	-9.713926	-2.367161	0.320710	-0.423703	2.408605	1.049164	0.936303	3.420897	2.422361	1.614452
3	3	1.0	0.479611	0.040758	5526.666112	5051.542868	10952.361328	0.154696	-403.194855	31.794283	5.816183	0.244655	-1.839008	-6.418947	-9.588423	15.588368	-20.613008	-9.801538	-8.756487	-4.543206	-6.477761	-2.938485	-4.967889	-1.890859	-5.388695	1.436146	-1.814564	3.331939
4	4	1.0	0.501383	0.022911	4030.641927	3852.979012	7795.914331	0.067175	-515.401001	74.039436	-33.350433	-10.194139	0.675221	-10.993114	3.882258	-3.272192	-13.139565	-1.546882	0.880419	1.817128	2.164741	-5.970574	-4.477877	0.590816	0.362597	0.053137	-4.933649	-6.648327
5	5	1.0	0.609806	0.013497	3782.950969	4342.600747	7645.722812	0.077145	-553.412109	40.514862	6.292716	13.603553	-0.447387	5.373281	2.765270	-3.463034	-2.272059	-6.464504	-1.126438	-2.531025	-3.044425	-2.914350	-5.925899	-0.652885	-0.709293	-2.647736	-4.038889	-4.355125
6	6	1.0	0.569608	0.015604	5158.864731	5364.037456	11597.773528	0.059459	-533.425171	37.964752	-12.608768	4.129261	0.821450	-6.865291	1.702906	-4.694164	-4.939681	-1.928251	-7.194812	-0.536876	1.778547	-4.341252	-1.458508	-1.810625	-2.918709	0.848588	-1.653269	-3.141822
7	7	1.0	0.505021	0.042415	2412.988110	2392.977370	4286.543306	0.063221	-406.002716	104.856682	-39.523228	1.474834	38.652477	3.678265	-4.522699	0.832880	0.094403	5.493950	-3.467590	-10.122539	-0.477280	-3.217072	-11.082775	-6.597100	-3.868897	-4.983596	-3.788482	-3.997134
8	8	1.0	0.529879	0.033381	3456.324456	5655.386962	7402.214849	0.052003	-354.219818	149.607620	8.051181	-18.104416	11.122190	5.956565	0.357567	3.142996	8.440195	0.294973	6.973524	-1.230428	0.167032	-4.503440	0.279548	1.245403	2.600659	2.422164	4.345281	-2.501484
9	9	1.0	0.415865	0.037035	3143.433430	2957.617267	6224.941649	0.047886	-463.689178	63.871548	-27.501585	9.956474	10.555845	-11.873859	-0.926772	-10.638429	-13.190789	2.018308	0.289266	1.320846	1.312608	-4.082887	2.149636	0.133305	-6.949416	-2.655378	-3.463684	-6.060848

Last rows

	df_index	chroma_stft	rmse	spectral_centroid	spectral_bandwidth	rolloff	zero_crossing_rate	mfcc1	mfcc2	mfcc3	mfcc4	mfcc5	mfcc6	mfcc7	mfcc8	mfcc9	mfcc10	mfcc11	mfcc12	mfcc13	mfcc14	mfcc15	mfcc16	mfcc17	mfcc18	mfcc19	mfcc20
1071	620	0.453323	0.054443	3039.322975	3302.731329	6183.635042	0.065327	-426.497833	77.174751	-17.482130	9.141251	2.795259	-13.008424	7.593480	-1.701164	-8.654610	1.790919	-5.125626	-2.889831	2.470387	-4.935997	-2.395627	-1.319590	-6.722199	-4.458655	-4.228376	-4.732317
1072	621	0.258527	0.052023	1194.612439	1450.514031	2230.089626	0.022538	-413.933685	73.434296	9.355064	6.034873	-1.531695	-16.101419	-17.829945	-25.283098	-23.035826	-11.376979	-11.989727	-9.988745	-1.123978	0.811514	0.475842	1.504285	2.186143	2.586246	0.677297	-0.784770
1073	622	0.166717	0.053305	1006.361649	890.129695	1649.229132	0.032373	-434.490204	54.317360	-8.250437	2.859223	-2.522314	-5.757056	9.695749	-0.987813	-8.467640	-4.656115	-9.923039	-4.203870	-0.145758	-7.606383	-4.644337	-1.284033	-2.787803	-0.688727	-2.368155	-2.656297
1074	623	0.283881	0.020599	897.285604	1298.505847	1893.479076	0.010393	-494.828980	32.256248	0.912200	9.387895	5.620318	-0.624345	5.041039	1.919602	0.005003	0.782417	-2.247107	0.642779	1.942970	-0.756369	0.489342	-0.306474	-1.047347	0.877436	-0.281861	-0.470763
1075	624	0.460394	0.010310	4486.215434	4330.236513	8959.777898	0.107359	-521.100708	40.356487	-4.124296	0.960142	-3.302598	-4.679889	2.140743	-9.035880	-11.480004	-4.334010	-4.548447	-0.183244	-0.289699	-4.755581	-1.201600	-1.796959	-2.686045	1.176887	-2.090094	-4.154375
1076	625	0.283156	0.008284	2576.478226	2196.441350	4891.708374	0.052078	-587.250244	43.057289	-13.787011	2.686641	-2.278248	-11.038755	2.189733	-6.446301	-8.621715	2.998617	-4.962042	-6.257999	2.567736	-0.541440	-0.916278	-0.077373	-2.849832	-0.527303	-3.257041	-4.505263
1077	626	0.358806	0.015151	2603.562272	3086.003663	5192.042952	0.043175	-517.811707	34.203884	-0.830469	4.717618	5.334321	0.830101	3.737731	-0.621894	-4.320545	-4.017470	-5.102611	-2.985422	-3.958222	-6.842718	-4.253255	-3.963639	-4.996227	-3.205143	-3.966237	-4.262349
1078	627	0.133328	0.011804	819.203428	935.547820	1689.825000	0.014352	-544.514709	19.650791	-2.532958	1.521609	-2.148431	-2.519808	3.842209	-1.994714	-3.219354	0.735526	-3.248447	-1.810578	1.999505	-0.875984	-0.934855	-0.088386	-0.906345	0.631860	-0.006833	-1.131883
1079	628	0.540389	0.019222	4702.694539	4520.919158	9755.469602	0.077041	-503.644226	32.686459	-14.205626	-2.562784	1.094267	-2.837264	-2.584333	-6.704554	-5.753150	-3.304214	-4.818825	0.026254	0.856795	-2.664606	-1.685855	0.338041	-0.149486	0.275820	0.188092	-0.826748
1080	629	0.589348	0.006799	4208.899032	4558.745875	8268.485519	0.102997	-581.584778	33.242992	-2.665983	5.669474	1.690628	-3.537517	4.476106	-0.121543	-2.225429	3.155310	0.925117	0.947057	1.269889	-2.653360	-0.862592	1.562044	0.195137	-0.240482	-0.812321	-0.425334

Overview

Variables

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows